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ChangeDINO: DINOv3-Driven Building Change Detection in Optical Remote Sensing Imagery

Remote sensing change detection (RSCD) aims to identify pixel-wise surface changes from co-registered bi-temporal images. However, many deep learning–based RSCD methods rely solely on change-map annotations and underuse the semantic information in non-changing regions, which limits robustness...

Ausführliche Beschreibung

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Bibliografische Detailangaben
Hauptverfasser: C.-H. Cheng, C. C. Hsu
Format: Artigo
Sprache:Inglês
Veröffentlicht: Copernicus Publications 2026-07-01
Schriftenreihe:ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences
Online-Zugang:https://isprs-annals.copernicus.org/articles/XI-3-2026/523/2026/isprs-annals-XI-3-2026-523-2026.pdf
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